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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Causal Estimation | 17 | 6 | May 12, 2026 | |
| Pathology report generation | 17 | 8 | Jul 2, 2026 | |
| Atari Game Playing | 17 | 14 | Jun 16, 2026 | |
| Agent Task | 16 | 18 | Jul 7, 2026 | |
| CASH | 16 | 1 | Feb 18, 2026 | |
| Co-speech gesture generation | 16 | 13 | May 27, 2026 | |
| Multimodal Safety Evaluation | 16 | 9 | Jun 25, 2026 | |
| Visual Commonsense Reasoning | 16 | 21 | Mar 4, 2026 | |
| Generalized Traveling Salesman Problem | 16 | 2 |
| May 19, 2026 |
| Story Point Estimation | 16 | 1 | Mar 17, 2026 |
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| Goal-conditioned Planning | 16 | 4 | Jun 26, 2026 |
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| Contextual Bandits | 16 | 4 | Jun 29, 2026 |
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| DOA estimation | 16 | 3 | Apr 21, 2026 |
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| LiDAR-Camera Extrinsic Calibration | 16 | 2 | Feb 21, 2026 |
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| Partial Domain Adaptation | 16 | 16 | Jun 4, 2026 |
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| Failure attribution | 16 | 6 | Jun 4, 2026 |
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| Sketch-based image retrieval | 16 | 5 | Feb 18, 2026 |
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| Retrieval Question Answering | 16 | 3 | May 22, 2026 |
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| Path-following | 16 | 5 | Jun 4, 2026 |
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| Word Segmentation | 16 | 5 | Jul 9, 2026 |
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| 3D Hand Reconstruction | 16 | 33 | Jul 7, 2026 |
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| 3D Segmentation | 16 | 11 | Jul 9, 2026 |
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| Image Alignment | 16 | 4 | Jun 18, 2026 |
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| Structure learning | 16 | 6 | Jul 1, 2026 |
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| Person Identification | 16 | 7 | May 12, 2026 |
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